diff --git a/TTS/vocoder/layers/losses.py b/TTS/vocoder/layers/losses.py
index e291a112..2e204115 100644
--- a/TTS/vocoder/layers/losses.py
+++ b/TTS/vocoder/layers/losses.py
@@ -350,12 +350,6 @@ class GeneratorLoss(nn.Module):
             return_dict["G_l1_spec_loss"] = l1_spec_loss
             gen_loss = gen_loss + self.l1_spec_loss_weight * l1_spec_loss
 
-        # L1 Spec loss
-        if self.use_l1_spec_loss:
-            l1_spec_loss = self.l1_spec_loss(y_hat, y)
-            return_dict["G_l1_spec_loss"] = l1_spec_loss
-            gen_loss = gen_loss + self.l1_spec_loss_weight * l1_spec_loss
-
         # subband STFT Loss
         if self.use_subband_stft_loss:
             subband_stft_loss_mg, subband_stft_loss_sc = self.subband_stft_loss(y_hat_sub, y_sub)